Data science is the field of study that combines domain expertise, programming skills, and knowledge of mathematics and statistics to extract meaningful insights from data. Data science practitioners apply machine learning algorithms to numbers, text, images, video, audio, and more to produce artificial intelligence (AI) systems to perform tasks that ordinarily require human intelligence. In turn, these systems generate insights that analysts and business users can translate into tangible business value.
Why is Data Science Important?
More and more companies are coming to realize the importance of data science, AI, and machine learning. Regardless of industry or size, organizations that wish to remain competitive in the age of big data need to efficiently develop and implement data science capabilities or risk being left behind.
MuSigma provides business solutions and deploys a new decision-making approach through data mining and machine learning consulting. The company calls this solution a new Art of Problem Solving (AoPS). It is a Software as a Service (SaaS) platform, which capitalizes on big data analytics to solve problems and aids companies to achieve decision intelligence. MuSigma aims to harmonize data analytics and business services by providing analytics solutions according to the changing pace of business.
Founded in 2015, Realbox is based out of Noida and specializes in analytics and business intelligence. The startup aims to integrate analytics into business flow through their Bi Software and enables companies to connect with data sources, simplify, and drive intelligent data analytics. Realbox leverages different voice assistants to announce the data analytics results and customers can prepare personalized data dashboards.
This startup based out of Bangalore has a global presence in various countries.
GainInsights is committed to removing the friction between data and humans. They believe that data and analytics are too complicated, expensive, and difficult to use. Thus, it is necessary to bridge the gap. Their solutions include loyalty analytics, sales forecasting, market-based analytics, trade promotion optimization, risk management, fraud detection, and HR analytics. These services are spread over different industries including, retail, financial services, e-commerce, and more.
G Square offers plug-and-play data analytics and business intelligence tools. Based out of Mumbai, this startup promises hassle-free simplified business analytics to different industries like finance and marketing. G Square provides BI and analytics tools, which develop actionable insights. The services are business analytics, customer analytics, sales channel analytics, big data analytics, market risk analytics, and more. Their big data tool, Bigdator, can analyze large loads of structured and unstructured data sets.
Germin8 is a social media intelligence provider based out of Mumbai. The startup helps companies analyze the data from different social media platforms and get real-time actionable insights. Germin8 Social Listening is a proprietary stakeholder insight, engagement, and social media listening platform provided by the startup. It gathers data from different social media sources, conversations, and stakeholder interactions, analyzes them, and offers intelligent industry-specific insights. Their services include online reputation management, product performance study, and brand perception study.
A customer intelligence and experience company launched in 2013, Aureus Analytics provides intelligent analytics and business solutions to the Insurance industry. Aureus Analytics provides household, claims, and fraud analytics to insurance companies and agencies. Its proprietary algorithm SentiMeter leverages deep text analytics and AI to measure real-time customer experience. The startup has a strong presence in India and North America.
Trendwise Analytics is based out of Bengaluru and is a Big Data, Analytics, and IoT company. The company offers corporate training, business intelligence consulting, data science, data visualization, predictive analytics, marketing analytics, and many more services. The company leverages data analytics, AI, and machine learning to provide best-in-class business intelligence to its clients.
CropIn is an Agtech organization that provides data analytics and insights to the agriculture community. The company provides SaaS solutions to more than 225 agriculture businesses, governments, and non-government organizations. CropIn has a global presence in over 52 countries. CropIn enables enterprises to leverage technology to effectively drive business intelligence by giving predictable and intelligent insights to the farming community.
Crayon data combine enterprise data with data from multiple external sources to deliver business insights and provide 360-degree visibility of customer trends and experience. They have clients in different industries, including Banking, Travel, and Hospitality. Their personalization engine is known as Maya.ai, and it delivers personalized experiences to engage customers.
Founded in 2011, Dataweave is based out of Bengaluru. The startup provides business intelligence and e-commerce analytics solutions to its clients. They have a distributed data aggregation platform capable of gathering data from multiple industry verticals and maintain historical storage of the data acquired. It has been providing commerce intelligence globally to many reputed firms and many of the Fortune 500 companies.
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